Hyperspectral Image Super-Resolution on Pavia University (70 LR HSI-HR MSI configurations, test)
0.0163RMSEMIMO-SST
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MIMO-SSTSupervision=Supervised2025.07 | 0.0163 | 35.85 | 96.5 | 99.2 | 2.12 | 2.75 | |
| Spectra LiftSupervision=Supervised2025.07 | 0.0187 | 34.79 | 96.3 | 99.1 | 2.21 | 3.07 | |
| SDPSupervision=Unsupervised2025.07 | 0.0217 | 33.47 | 95 | 99 | 2.54 | 3.49 | |
| FeINFNSupervision=Supervised2025.07 | 0.0241 | 32.74 | 94.8 | 98.3 | 2.85 | 3.94 | |
| C2FFSupervision=Unsupervised2025.07 | 0.0249 | 33.55 | 94.7 | 98.7 | 2.63 | 3.55 | |
| Fus FormerSupervision=Supervised2025.07 | 0.0262 | 31.89 | 94.3 | 98.5 | 3.14 | 3.97 | |
| Guided NetSupervision=Supervised2025.07 | 0.0266 | 31.67 | 93.3 | 98.7 | 3.17 | 3.9 | |
| MIAESupervision=Unsupervised2025.07 | 0.0335 | 30.5 | 92.4 | 98.6 | 3.29 | 4.81 | |
| SSSRSupervision=Unsupervised2025.07 | 0.0504 | 27.38 | 85.5 | 95.9 | 4.99 | 4.79 |